{"id":"W6989121008","doi":"","title":"Aktuella affärsmodeller inom litiumprospektering","year":2022,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"License; Legislation; Process (computing); Task (project management); Product (mathematics); Renewable energy; Business risks; Sustainable development; Production (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002161377,0.0002019294,0.0002226391,0.0007457984,0.0002861391,0.00005562408,0.0006307228,0.0001173912,0.001283465],"category_scores_gemma":[0.0001182521,0.0002358069,0.0000561517,0.0009902624,0.0001417278,0.0007303766,0.0003561674,0.0004762015,0.00008264568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009641293,"about_ca_system_score_gemma":0.00008442484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002562791,"about_ca_topic_score_gemma":0.00001380172,"domain_scores_codex":[0.9985353,0.00001360436,0.0005040513,0.000352263,0.0003131936,0.0002816268],"domain_scores_gemma":[0.9987818,0.00001369308,0.000152892,0.0007526517,0.0002168323,0.00008211321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001194214,0.0009476109,0.005271056,0.0008444043,0.0003374156,0.00003364465,0.0003616251,0.3298049,0.04837341,0.3033775,0.2689999,0.04152905],"study_design_scores_gemma":[0.0004011392,0.00004129143,0.0001482159,0.00001361004,0.0000174295,0.00001934447,0.0001219419,0.05865601,0.01702784,0.0002759503,0.9229964,0.0002808311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.50938,0.003649132,0.1850314,0.01245637,0.005936169,0.002173654,0.002868922,0.01025782,0.2682465],"genre_scores_gemma":[0.9890327,0.0001017286,0.006858369,0.0001721199,0.00005218141,0.0003451659,0.00119344,0.00003630358,0.00220801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6539965,"threshold_uncertainty_score":0.9996295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710490110403637,"score_gpt":0.2402054948362362,"score_spread":0.2231005937321998,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}